Statistics, Data Mining, and Machine Learning in Astronomy
Language: en
Pages: 550

Statistics, Data Mining, and Machine Learning in Astronomy

Authors: Željko Ivezić
Categories: Science
Type: BOOK - Published: 2014-01-12 - Publisher: Princeton University Press

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As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte d
Introduction to Statistical Machine Learning
Language: en
Pages: 535

Introduction to Statistical Machine Learning

Authors: Masashi Sugiyama
Categories: Mathematics
Type: BOOK - Published: 2015-10-31 - Publisher: Morgan Kaufmann

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Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined
Machine Learning and Data Mining
Language: en
Pages: 472

Machine Learning and Data Mining

Authors: Ryszad S. Michalski
Categories: Computers
Type: BOOK - Published: 1998-04-22 - Publisher: Wiley

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Master the new computational tools to get the most out of your information system. This practical guide, the first to clearly outline the situation for the bene
Data Mining
Language: en
Pages: 414

Data Mining

Authors: Ian H. Witten
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: Morgan Kaufmann

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This book offers a thorough grounding in machine learning concepts combined with practical advice on applying machine learning tools and techniques in real-worl
Data Mining and Machine Learning
Language: en
Pages: 779

Data Mining and Machine Learning

Authors: Mohammed J. Zaki
Categories: Business & Economics
Type: BOOK - Published: 2020-01-30 - Publisher: Cambridge University Press

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New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.